Social and Behavioral Sciences Commons^™

Did That Help? Harnessing Natural Language Processing To Uncover Characteristics Of Peer Feedback And Their Impacts On Teamwork-Skills Learning., Annamaria V. Wolf

All Dissertations

Peer Evaluation Systems (PESs) allow members of student teams to provide one another with computer-mediated feedback in the form of qualitative, open-ended comments. The current research leverages unsupervised Natural Language Processing (NLP), namely Biterm Topic Modeling (BTM) and sentiment analysis, to uncover latent topics and degree of positivity and negativity expressed in peer feedback, respectively. BTM results revealed a 6-topic model that was reliably replicated over 10 Gibbs initializations 80% of the time. Topics were labeled Timely Communication, Idea Generation, Coordination & Adaptation, Work Quality, Team Support & Focusing, and Work Accountability. Qualitative comparison suggests that these topics demonstrate …

Trust Is Not Enough: Examining The Role Of Distrust In Human-Autonomy Teams, Sydney Begerowski

All Theses

As automation solutions in manufacturing grow more accessible, there are consistent calls to augment capabilities of humans through the use of autonomous agents, leading to human-autonomy teams (HATs). Many constructs from the human-human teaming literatures are being studied in the context of HATs, such as affective emergent states. Among these, trust has been demonstrated to play a critical role in both human teams and HATs, particularly when considering the reliability of the agent performance. However, the HAT literature fails to account for the distinction between trust and distrust. Consequently, this study investigates the effects of both trust and distrust in …

Human Psychology Factors Influencing Agile Team Autonomy In Post-Pandemic Remote Software Organizations, Ravikiran Kalluri

Engineering Management & Systems Engineering Theses & Dissertations

Agile project management methods are gaining in popularity in the software industry as software development teams are being asked to be adaptive to market needs and resilient to change and uncertainty. With increasing market uncertainty, global competition, and time-to-market pressure, it is becoming a challenge to develop an innovative product and deliver it on-time without the opportunity that comes from team autonomy to experiment and learn from failures in a remote workplace. To resolve this challenge, it is critical to understand the myriad human psychological factors in play that influence Agile team autonomy in a remote work environment.

The role …

Perspective Taking: A Tool For Improving Team Member Relationships And Performance, Mikayla Ann Marcinkowski

College of Science and Health Theses and Dissertations

Researchers and practitioners alike are interested in ways to help teams reach their full potential. In the current research, perspective taking is presented and tested as a tool that can help teams build and maintain positive interpersonal relationships and achieve top performance. Further, the current research integrates several conceptualizations of perspective taking to acknowledge that while some people may be more inclined to engage in perspective taking behaviors, there is the potential to train perspective taking as a skill for those who are not. Thus, this research also tests the effectiveness of a perspective taking intervention focused on encouraging the …

Understanding Teamwork Using Dynamic Network Models, Ashlyn Paige Lowe

College of Science and Health Theses and Dissertations

Studying team processes is critical to understanding how teams work to achieve team outcomes. To effectively study team processes, behavioral activities team members enact must be measured with sufficient granularity and intensity. Analyzing the detailed mechanics of team processes requires employing analytical methods sensitive to modeling the series of actions and interactions of team members as they execute taskwork and teamwork over time. Current empirical investigation of team processes lags with respect to intricately measuring and assessing team processes over time. Using dynamic network models, this dissertation sought to understand the behaviors responsible for interaction patterns amongst team members, how …

How Individual Differences And The Use Of Humor Shape Relationships In Teams Over Time, Melissa Vazquez

College of Science and Health Theses and Dissertations

Due to its ability to influence social interactions and relationships, humor can play an important role in team dynamics. The aims of this project are to examine how team member individual differences in humor styles relates to the expression of humor over time, and how humor usage shapes relationships between team members. Hypotheses were tested using data from highly interdependent teams working together over an extended period. Results have implications for the selection of team members, and the training and management of unique teams. In all, this research provides validation evidence for the HSQ measure as a predictor of humor …

Utilizing The Radsm Process: Developing An Unobtrusive Measure Of Cohesion, Zachary Lee Rahner

Theses and Dissertations

In this study, verbal indicators produced following the RADSM process were used to code transcript data collected from 62 three-person teams playing a cooperative bridge crew simulator. A training dataset, consisting of 88 mission transcripts, and a testing dataset, consisting of 39 mission transcripts, were created from the data. Multilevel modeling was employed to develop a linear-regression algorithm to predict/measure team task and social cohesion. The findings revealed that task cohesion perceptions are linked to the proportion of speech dedicated to information requests and instructions, whereas social cohesion perceptions are associated with the proportion of speech dedicated to amusing and …

A Computational Cognitive Architecture For Exploring Team Mental Models, Neil Benoit Outland

College of Science and Health Theses and Dissertations

Team Mental Models (TMM) are one of the strongest predictors of team behavior and performance. TMM direct team behaviors through the series of tasks they perform over time. Research in the area, although crucial in demonstrating the effect of TMM, has been largely static, failing to articulate specifically how TMM emerge or function in teams over time. This dissertation develops a computational model to explicate the process of TMM emergence and demonstrate necessary factors. First, I explain the core concepts of TMM emergence, including team composition, dyadic interactions, and contextual variables. Second, I develop a process-oriented theory of TMM development …

Identifying As Lesbian, Gay, Or Bisexual At Work: Implications Of Disclosure Within Work Teams, Jesse R. Caylor

Theses and Dissertations

As is the case for members of any stigmatized minority group, lesbian, gay, and bisexual (LGB) individuals face heightened adversity within the workplace (Herek, 2009). However, unlike employees with stigmatized identities that are readily apparent (e.g., race, gender), employees who identify as LGB are afforded a unique opportunity to avoid the adversity associated with their stigma altogether by choosing not to identify themselves (e.g., maintain the appearance of being heterosexual). However, despite the potential negative consequences, many LGB employees choose to disclose their sexual orientation to their coworkers and supervisors. Research on the impact of disclosure behaviors on subsequent job …

Proactive Workplace Bullying In Teams: Test Of A Rational And Moral Model Of Aggression, Anthony S. Colaneri

College of Science and Health Theses and Dissertations

This study tested part of a recently developed theoretical model of proactive workplace aggression put forth by Dixon, Chang, and Johnson (2015). The model postulates distinct motives underlying why perpetrators will morally justify their aggressive behavior, dependent upon the relative in/out-group status and relative hierarchical status of the target. Participants from Amazon’s MTurk community were shown one of four vignettes that described a team workplace scenario where the participant was presented with the choice to act aggressively toward a coworker in order to help facilitate the team’s goal. All four of the model’s dyadic perpetrator-target relationships were represented, but the …

That's Not Fair! Examining Individual Differences In Perceptions Of Fairness, Hayden Jerney Randolph Woodley

Electronic Thesis and Dissertation Repository

Within organizations, fairness is an important concept and has received considerable research attention. Some research, interestingly, suggests that individuals differ in their perceptions of equity. Building on this research, four empirical studies were conducted to develop a measure of a new construct (i.e., equity orientation) and examine its predictive validity. In Study 1 (N = 836) and Study 2 (N = 600), the Equity Orientation Scale (EOS) was created and its relations with two popular personality models – the HEXACO and the Dark Tetrad – were examined across self- and peer-ratings. In Study 3 (N = 433) and Study 4 …

Cooperation And Facets Of Psychological Collectivism As Antecedents Of Team Mental Model Similarity, Neal Benoit Outland

College of Science and Health Theses and Dissertations

This thesis investigated the role of facets of trait psychological collectivism (Preference, Reliance, Concern, and Goal-Priority) and the personality trait cooperativeness in the development of Team Mental Models. Team Mental Models (TMMs) are shared representations of a work team’s context that aid a team in directing behaviors and coordinating actions. I utilized Marks, Mathieu, and Zaccaro’s (2001) taxonomy of team processes to explicate and test a model detailing the role of composition in TMM development. Data were collected from 35 teams of 5 individuals who completed a computer simulation in which the team interdependently replicated pictures using blocks. Multiple regression …

The Influence Of Team Prosocial Motivation On Emergent States And Shared Leadership, Tyree David Mitchell

College of Science and Health Theses and Dissertations

Despite the growing body of research on shared leadership, relatively little is known about the antecedents of shared leadership. The following study examined the effects of team prosocial motivation on team emergent states (i.e., team empowerment, psychological safety) and shared leadership. Drawing on motivational theories (e.g., self-determination theory), it was hypothesized that team empowerment and psychological safety would mediate the relationship between team prosocial motivation and shared leadership. Also, in line with the social identity and self-categorization perspectives, it was hypothesized that team surface-level diversity (racial diversity, gender diversity, faultline strength) would moderate the effects of team prosocial motivation on …

From Creativity To Team Innovation: Building The Bridge In Organizations, Jonathan Brown

Creativity and Change Leadership Graduate Student Master's Projects

The outcome of this project is a new model for team innovation. It was created as a result of the need for teams to be better prepared to innovate. The approach of this project was to investigate, clarify, combine, synthesize and finally propose useful ways to accelerate team innovation in organizations. It started with a diagram and evolved into an articulation of each step of the model. This prototype model is called Model for Purposeful Team Innovation. The model is divided in seven steps that include identity, mission, quality, targets for improvement, roadmap, execution, monitoring to assess the maturity and …

The Influence Of Flow On Standard And Adaptive Performance In Teams, Jennifer N. Baumgartner

Browse all Theses and Dissertations

The purpose of this study was to examine flow as it relates to different types of performance in teams. Participants (N = 165) in teams of five engaged in an airport simulation that included an unforeseen change during the second session. Flow was expected to be positively correlated with standard and adaptive performance and predict performance along with cognitive ability and personality. Positive affect was expected to mediate the relationship between flow and performance. Flow was positively correlated with the number of aircraft departed under standard conditions, negatively correlated with aircraft departed under adaptive conditions, and positively correlated with subjective …

How Do Teams Become Cohesive? A Meta-Analysis Of Cohesion's Antecedents, Rebecca Grossman

Electronic Theses and Dissertations

While a wealth of research has deemed cohesion critical for team effectiveness (e.g., Mullen and Copper, 1994; Beal, et al., 2003), less emphasis has been placed on understanding how to get it. Multiple studies do examine cohesion antecedents, but these studies have not yet been integrated in either theoretical or empirical manners. The purpose of this study was thus to begin addressing this gap in the literature. I conducted a series of meta-analyses to identify and explore various antecedents of cohesion, as well as moderators of antecedent-cohesion relationships. Findings revealed a variety of cohesion antecedents. Specifically, team behaviors, emergent states, …

Same Fight, Different Player: An Insight Into Culture, Information Sharing, And Team Performance, Cecily Mccoy-Fisher

Electronic Theses and Dissertations

The purpose of this study was to examine the relations among culture, information sharing, and performance among culturally-homogeneous NATO Officer teams. Forty-eight teams participated from five countries, namely, Bulgaria, Netherlands, Norway, Sweden, and USA. Teams of four participants were randomly assigned to a role and the task was an interdependent computer-based mission using an adapted version of Neverwinter Nights™ (Bioware, 2003), where they had to communicate among teammates and with non-human players to find weapons caches and other mission objectives. Not one individual had all of the information needed to perform the tasks; thus, they needed to share information with …

Unintentionally Unethical: How Uncivil Leaders Violate Norms And Hurt Group Performance, Christopher Coultas

Electronic Theses and Dissertations

Incivility is a common form of low-grade aggression that lacks a clear intent to harm, that violates community norms and values for interpersonal conduct, and is often chronic in nature (Andersson & Pearson, 1999; Cortina, Magley, Williams, & Langhout, 2001). Because of its subtleties, it is difficult at times to detect and even more difficult to prevent. However, it is an essential phenomenon to research, due to its ubiquity and negative impact on worker outcomes such as job satisfaction and psychological health (Cortina et al., 2001). Incivility instigated by those in authority may be an even bigger problem, due to …

Effects Of Practice With Imposed Communication Delay On The Coordination And Effectiveness Of Distributed Teams, Megan L. Dove-Steinkamp

Master's Theses

The current study tested whether introduction of audio transmission delays during skill acquisition would benefit the performance effectiveness of distributed teams in a novel transfer context. Two-person university student teams (N=40) performed a simulated firefighting task in 4 practice trials and a novel transfer condition. Intra-team communications were systematically perturbed with closed-loop transmission delays ranging from 2 to 6 seconds. On average, teams were able to improve performance over time despite transmission delay, with significant differences in performance observed between certain groups both over the course and at the end of the experiment: Short (2s blocked) practice delay was associated …

The Effects Of Equity Sensitivity And Teamwork Self-Efficacy On Team Reward Preference, Hayden Jerney Randolph Woodley

Electronic Thesis and Dissertation Repository

This investigation explored the extent to which individuals’ teamwork self-efficacy moderated the relations between their equity sensitivity orientation and their team reward attitude. Two studies were conducted to examine this relation. The first examined the dimensionality of equity sensitivity, whereas the second examined the relation among the three constructs. Participants (N = 1455) completed a battery of questionnaires through an online testing process that included measures of equity sensitivity, teamwork self-efficacy, and team reward attitudes. Results of a confirmatory factor analysis showed that equity sensitivity is bidimensional, consisting of two factors: input and outcome orientation. Moreover, results showed that teamwork …

Emotional Intelligence And Team Cohesiveness, Myra M. Beam

Theses, Dissertations and Capstones

Emotional Intelligence is generally defined as encompassing the awareness and understanding of emotions. Emotional Intelligence also incorporates the application of this understanding to decision making, regulation, and self-management. Many theorists have shown that Emotional Intelligence has a significant positive impact on various aspects of teamwork. Today, more companies and organizations use teamwork to solve problems and complete tasks, so exploring elements that enhance teamwork would be beneficial.

This study was designed to support the notion that Emotional Intelligence is an integral part of teamwork. It was hypothesized that Emotional Intelligence has an impact on teamwork by making the team more …

A Social Relations Analysis Of Transactive Memory In Groups, Sarah J. Ross

Electronic Thesis and Dissertation Repository

Transactive memory is the knowledge of what others in a group know and the exchange of that knowledge. In groups with effective transactive memory systems, members know “who knows what”, send knowledge to the appropriate individuals, and develop strategies for retrieving that information (Mohammed & Dumville, 2001; Wegner, 1995). Transactive memory studies tend to focus on the group as a whole, but useful information might be gathered by investigating transactive memory in dyads within groups. The purpose of this research was to use the social relations model (Kenny & LaVoie, 1984) as the basis for operationalizing transactive memory and …

Team Conflict And Effectiveness In Competitive Environments, Julie A. Steinke

Browse all Theses and Dissertations

Substantial time and money are spent assessing workplace teams to delineate what makes a team effective. Historically, as teams developed into vital components of organizations, they also became the target of empirical research (see Kozlowski and Bell, 2003, for a review). However, questions remain concerning how individuals function within teams. My study was restricted to influences on individual functions within teams, and I offer a conceptual model of the effects of both individual and team factors on individual level outcomes (e.g., conflict and team effectiveness). Specifically, I examined these effects for a relatively unexamined population, i.e., college athletic coaching staffs. …

Coworker Informal Accommodations As A Solution To Work Interfering With Family And Family Interfering With Work In Team-Based Jo, Miliani Jimenez

Electronic Theses and Dissertations

The current study builds on prior research that has identified informal work accommodations to family as a valuable means for balancing competing work and family responsibilities. As organizations increasingly capitalize on team-based work designs, it is important to consider the informal ways in which interdependent coworkers constructively assist one another in the management of work interfering with family (WIF) and family interfering with work (FIW). The intent of this thesis is to develop a better understanding of the effects of the coping mechanisms employees in team-based jobs utilize to reduce work interfering with family. Thus, this thesis examined (a) the …

Team Coordination As A Mediator Of Stress Appraisals And Team Performance, Gaea Megan Payton

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Threat stress appraisals can negatively affect individuals by decreasing performance (Gildea, Schneider, & Shebilske, 2007). Performance is also influenced by a team's ability to coordinate tasks (Entin & Serfaty, 1999). This study investigated the link between team stressor appraisals, coordination, and performance. Using a simulated team environment, teams were evaluated on their perceived stress appraisals, coordination as indicated through instant messaging, and team performance. Findings showed that team stressor appraisals were marginally related to coordination and significantly related to performance. Coordination was related to team performance. Further research should be performed using varied levels of a stressful scenario to evaluate …

Role Of Assigned Team Goals In The Relationship Between Individual Difference Factors And Self-Set Goals In A Pre-Team Context, Anupama Narayan

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The purpose of the present study was to examine the effects of individual difference factors, i.e., core self evaluations, cognitive ability, and task specific self-efficacy, on self-set goals and whether those effects were moderated by an assigned team goal in a pre-team context. It was hypothesized that the relationship between individual difference factors and self-set goals for potential team members would be differentially affected by the difficulty of the assigned team goal. I assessed these relationships for individual performance and individual satisfaction. In addition, I examined whether gender, task type, and team composition interacted in their effects on self-set goals. …

Characteristics For Success: Predicting Intervention Effectiveness With The Job Characteristics Model, Sallie Weaver

Electronic Theses and Dissertations

The current study examines the effects of the five core job characteristics (skill variety, task significance, task identity, autonomy, and feedback) proposed by Hackman-Oldham (1974) at the team level by investigating whether the model variables are related to the effectiveness of a motivationally-based team-level productivity enhancement intervention. Previous literature has almost exclusively focused on the effects of these job characteristics at the individual level and their direct relationships with employee attitudes and subjective measures of performance. This thesis aims to further the job characteristics literature by exploring the effects of the characteristics at the team level, as well as the …

Exploring Team Dynamics: The Evolution Of Coordination In A Complex Command And Control Environment, Daniel H. Schwartz

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The present study explores the dynamic and emergent behavior of two teams, separately working through a synthetic task environment representing a battle management command and control domain under two levels of organizational centralization. While the manipulation of centralization had minimal effects on overall performance, evidence suggested that the need to seek authorization for actions from a central authority was a source of frustration. Both teams adapted over time, changing patterns of coordination to better meet the task demands. The results are discussed in the context of the concepts of normal accidents, high reliability organizations, and self-organization in complex organizations. Specific …

Formal And Informal Work Group Relationships With Performance: A Moderation Model Using Social Network Analysis, Benjamin R. Knost

Theses and Dissertations

Social networks have recently emerged in the management discipline as a unique way of studying individuals groups in organizations. While traditionally used in the analysis of un-bounded networks, applying social network analysis techniques to bounded work groups and organizational teams has become increasingly popular. Past research has established relationships between in-degree social network centrality and individual performance as well as social network density and overall group performance. This field study, conducted at a military training course, attempted to further refine this social network-performance relationship by modeling characteristics of both the formal and informal work group networks in relation to performance …